Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-27 0.165070 0.181355 0.199148 0.220138 0.244362 0.271607 0.304807
2025-05-04 0.142354 0.165571 0.193109 0.228672 0.274127 0.331350 0.410636
2025-05-11 0.126927 0.153709 0.187420 0.234041 0.298669 0.388104 0.527182
2025-05-18 0.113766 0.141871 0.178836 0.232700 0.312336 0.431554 0.636786
2025-05-25 0.100954 0.128522 0.165931 0.222567 0.310457 0.450358 0.712143
2025-06-01 0.092341 0.119729 0.157952 0.217873 0.315175 0.479518 0.814053
2025-06-08 0.086247 0.113730 0.153095 0.216878 0.325102 0.519030 0.950081
2025-06-15 0.081821 0.109626 0.150452 0.218754 0.339804 0.570248 1.133156
2025-06-22 0.075219 0.101764 0.141338 0.208876 0.331920 0.575564 1.210018
2025-06-29 0.070011 0.095598 0.134304 0.201647 0.327704 0.587344 1.309772
2025-07-06 0.065867 0.090755 0.128945 0.196669 0.326935 0.606302 1.440272
2025-07-13 0.064287 0.089723 0.129556 0.202175 0.347567 0.678999 1.785086
2025-07-20 0.063147 0.089371 0.131369 0.210326 0.375786 0.781077 2.337111
2025-07-27 0.061776 0.088563 0.132366 0.217143 0.402799 0.891510 3.074405
2025-08-03 0.060142 0.087205 0.132284 0.221842 0.426080 1.001930 4.009082
2025-08-10 0.057716 0.084376 0.129381 0.220528 0.434787 1.071749 4.858863
2025-08-17 0.054296 0.079695 0.122856 0.211107 0.421735 1.065125 5.167640
2025-08-24 0.051864 0.076561 0.118927 0.206742 0.421000 1.102152 5.939944
2025-08-31 0.050093 0.074457 0.116728 0.205817 0.429166 1.175923 7.307721
2025-09-07 0.048804 0.073106 0.115816 0.207560 0.444933 1.287807 9.645340
2025-09-14 0.046201 0.069355 0.110191 0.198376 0.428566 1.260126 9.992938
2025-09-21 0.044064 0.066336 0.105805 0.191647 0.418424 1.257196 10.813427
2025-09-28 0.042313 0.063927 0.102458 0.187010 0.413773 1.278113 12.260418